Amount of Memory needed for various Networks?
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The amount of memory needed by a network depends on number of learnable parameters and activations. You may analyse a network using the following network analyser functionality –
Network analyser provides data for a network like the following image –
Total learnable and activations can be summed up and multiplies by the data type that is used to store to the network size. Data type can be ‘float32’, ‘int16’, ‘int8’, etc.
Also, you may find the following resource useful w.r.t deploying a network on ARM microcontroller –